Evidence framework

Model impact from post-discharge execution

TrackHealthAI is designed around clinical, operational, and economic endpoints—starting with families and caregivers, with home health and plan perspectives available in the calculator.

Clinical

Primary: Discharge plan task completion rate
Operational: Medication completion rate

Operational

Caregiver time saved (typically 2–5 hrs/week)
More patients per caregiver (home health)

Economic

30-day readmission / ER reduction
$3K–$15K avoided per high-risk episode
HEDIS / Star rating lift (plans)

Your TrackHealthAI Impact Calculator

Adjust assumptions to model clinical, operational, and economic value from stronger post-discharge adherence

Family / Caregiver — Post-Discharge

Loved ones in active post-discharge episodes

Your caregiving hours per week (total)

Hours saved per week (per loved one) Typical range with Episode Cards: 2–5 hours/week

Value of your time ($/hour)

Readmissions or ER events avoided per year Fractional events allowed (e.g. 0.2 ≈ 1 event every 5 years)

Value per avoided event ($) Modeled range: $3K–$15K per high-risk episode

Additional avoidable ED visits per year

Your out-of-pocket per ED visit ($)

Annual subscription cost ($)

Your Family / Caregiver Impact

—

Estimated return on subscription

Operational — caregiver time saved —

Economic — readmission / ER avoided —

Economic — additional ED OOP avoided —

Total estimated benefit —

Subscription cost —

Net benefit —

Evidence framework alignment

Clinical: Higher discharge task and medication completion on Episode Cards
Operational: 2–5 caregiver hours/week returned per active episode
Economic: Fewer 30-day readmissions and ER visits; $3K–$15K modeled avoidance per event

Provider Information

Panel Size (Active Patients)

Average Visits per Patient/Year Based on 6-person family: 32 visits / 6 members

Baseline No-Show Rate (%) Industry average: 15-23%

No-Show Rate with TrackHealthAI (%) Expected reduction: 5-10 percentage points

Revenue per Visit ($)

Your Provider Care Value

$96,000

Recovered Revenue per Year

Total Visits per Year 1,599 visits

Prevented No-Shows 80 visits

Revenue per Prevented No-Show $200

Recovered Revenue $96,000/year

Per Family (6-person) $320/year

Evidence framework alignment

Clinical: Recovered visits from better discharge follow-through
Economic: Revenue per visit recovered when no-shows drop
Stronger adherence loops reduce leakage after hospital discharge

Health Plan Information

Number of Members/Families

% in Medicare Advantage

Baseline ED Visits per Member/Year

% Reduction in Avoidable ED Visits From improved adherence & follow-up

Allowed Cost per ED Visit ($) HCUP-US average: $750

Stars Rebate Uplift ($/member/month) Moving from lower to higher Star rating

MA Seniors per Family

Your Health Plan Care Value

$668,000

Total Benefit per Year

ED Cost Avoidance $187,500/year

Stars Bonus Revenue $480,000/year

Total Plan Benefit $667,500/year

Per Family (6-person, 2 MA seniors) $668/year

Evidence framework alignment

Economic: ED cost avoidance from adherence-driven follow-up
Economic: HEDIS / Star rating lift for Medicare Advantage contracts
Clinical: Medication and task completion as quality signals

Impact Summary

Illustrative household with one active post-discharge episode and a family caregiver

Family Perspective

Caregiver time saved (3 hr/wk) —

Readmission / ER avoided —

Additional ED OOP avoided —

Total estimated benefit —

Impact vs subscription —

Provider Perspective

Fewer missed appointments +$320/yr

Per family on panel Recovered revenue

Health Plan Perspective

ED cost avoidance ~$190/yr

Stars bonus uplift ~$480/yr

Total plan benefit ~$670/yr

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Model impact from post-discharge execution

Clinical

Operational

Economic

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Your TrackHealthAI Impact Calculator

Family / Caregiver — Post-Discharge

Your Family / Caregiver Impact

Evidence framework alignment

Provider Information

Your Provider Care Value

Evidence framework alignment

Health Plan Information

Your Health Plan Care Value

Evidence framework alignment

Impact Summary

Family Perspective

Provider Perspective

Health Plan Perspective